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Found 149 Skills
Defense-in-depth verification before declaring any task complete. Run tests, check build, validate changed files, verify no regressions. Applies 4-level adversarial artifact verification (EXISTS > SUBSTANTIVE > WIRED > DATA FLOWS) with goal-backward framing. Use before saying "done", "fixed", or "complete" on any code change. Use for "verify", "make sure it works", "check before committing", or "validate changes". Do NOT use for debugging (use systematic-debugging) or code review (use systematic-code-review).
Decision-first data analysis with statistical rigor gates. Use when analyzing CSV, JSON, database exports, API responses, logs, or any structured data to support a business decision. Handles: trend analysis, cohort comparison, A/B test evaluation, distribution profiling, anomaly detection. Do NOT use for codebase analysis (use codebase-analyzer), codebase exploration (use explore-pipeline), or ML model training.
Review and fix comments containing temporal references, development-activity language, or relative comparisons. Use when reviewing code comments, preparing documentation for release, or auditing inline comments for timelessness. Use for "check comments", "temporal language", "comment review", or "fix docs". Do NOT use for writing new documentation, API reference generation, or code style linting unrelated to comment content.
CLI-based image generation from text prompts using Google Gemini APIs via Python. Use when user needs "generate image", "create image with AI", "gemini image", "text to image", "create sprite", or "generate character art". Supports model selection, batch generation, watermark removal, and background transparency. Do NOT use for web app image features (use nano-banana-builder), video/audio generation, or non-Gemini models.
Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging
FFmpeg-based 4-step video creation: Validate, Prepare, Encode, Verify. Use when user wants to combine a static image with audio to create an MP4 video, create a music video from cover art, or produce podcast/YouTube video from an image and audio file. Use for "image to video", "static video", "mp4 from image", "album art video", or "audio visualization". Do NOT use for video editing, live streaming, or generating images.
Hugo site link health analysis: scan markdown, build internal link graph, validate paths, and report issues. Use when auditing site link structure, finding orphan pages, checking for broken internal/external links, or validating image paths. Use for "link audit", "orphan pages", "broken links", "link health", or "site link structure". Do NOT use for single-post pre-publish checks or content editing.
Validate-then-fix workflow for PR review comments: Fetch, Validate, Plan, Fix, Commit. Use when user wants to address PR feedback, fix review comments, or resolve reviewer requests. Use for "fix PR comments", "address review", "pr-fix", or "resolve feedback". Do NOT use for creating PRs, reviewing code without fixing, or general debugging unrelated to PR comments.
Coordinate PR mining to extract tribal knowledge and coding standards from GitHub PR history. Use when mining review comments, extracting coding rules, tracking mining jobs, or analyzing reviewer patterns across repositories. Use for "mine PRs", "extract standards", "coding rules from reviews", or "reviewer patterns". Do NOT use for code review, linting, static analysis, or writing new coding standards from scratch without PR data.
Systematic 4-phase codebase exploration: Detect, Explore, Map, Summarize. Use when starting work on an unfamiliar codebase, onboarding to a new project, reviewing a repository for the first time, or building context before debugging or code review. Use for "explore codebase", "what does this project do", "understand architecture", or "onboard me". Do NOT use for modifying files, running applications, performance optimization, or deep domain analysis.
Create session handoff artifacts (HANDOFF.json + .continue-here.md) that capture completed work, remaining tasks, decisions, uncommitted files, and reasoning context so the next session can resume without reconstruction overhead. Use for "pause", "save progress", "handoff", "stopping for now", "end session", "pick this up later". Do NOT use for task planning (use task_plan.md), session summaries (use /retro), or committing work (use /commit or git directly).
Local branch cleanup after PR merge: identify, switch, delete, prune in 4 steps. Use when a PR has been merged and local branches need cleanup, when stale branches accumulate, or when user says "clean up branches", "delete merged branch", or "prune". Do NOT use for branch creation, PR review, or CI checks.